Uses of Class
de.jungblut.math.minimize.GradientDescent.GradientDescentBuilder

Packages that use GradientDescent.GradientDescentBuilder

Package	Description
de.jungblut.math.minimize

Uses of GradientDescent.GradientDescentBuilder in de.jungblut.math.minimize

Methods in de.jungblut.math.minimize that return GradientDescent.GradientDescentBuilder

Modifier and Type	Method and Description
GradientDescent.GradientDescentBuilder	GradientDescent.GradientDescentBuilder.annealingAfter(int iteration) Sets a simple annealing (alpha / (1+current_iteration / phi)) where phi is the given parameter here.
GradientDescent.GradientDescentBuilder	GradientDescent.GradientDescentBuilder.boldDriver() BoldDriver will change the learning rate over time by observing the cost of the costfunction.
GradientDescent.GradientDescentBuilder	GradientDescent.GradientDescentBuilder.boldDriver(double increasedCostPercentage, double decreasedCostPercentage) BoldDriver will change the learning rate over time by observing the cost of the costfunction.
GradientDescent.GradientDescentBuilder	GradientDescent.GradientDescentBuilder.breakOnDifference(double delta) Breaks minimization process when the given delta in costs have been archieved.
GradientDescent.GradientDescentBuilder	GradientDescent.GradientDescentBuilder.breakOnDivergence() If called, this breaks when the gradient descent minimizer starts to diverge (costs are growing).
static GradientDescent.GradientDescentBuilder	GradientDescent.GradientDescentBuilder.create(double alpha) Creates a new builder.
GradientDescent.GradientDescentBuilder	GradientDescent.GradientDescentBuilder.momentum(double momentum) Add momentum to this gradient descent minimizer.